Energy saving in railway timetabling: A bi-objective evolutionary approach for computing alternative running times

被引:85
作者
Chevrier, Remy [1 ]
Pellegrini, Paola [1 ]
Rodriguez, Joaquin [1 ]
机构
[1] Univ Lille Nord France, IFSTTAR ESTAS, F-59650 Villeneuve Dascq, France
关键词
Running time; Energy saving; Railway timetabling; Multi-objective; Evolutionary algorithm; Optimization; OPTIMIZATION; OPERATION;
D O I
10.1016/j.trc.2013.09.007
中图分类号
U [交通运输];
学科分类号
08 ; 0823 ;
摘要
The timetabling step in railway planning is based on the estimation of the running times. Usually, they are estimated as the shortest running time increased of a short time supplement. Estimating the running time amounts to define the speed profile which indicates the speed that the train driver must hold at each position. The approach proposed in this paper produces a set of solutions optimizing both the running time and energy consumption. The approach is based on an original method of speed profiling performed by a multi-objective evolutionary algorithm. The speed profiles found by the evolutionary algorithm are all compromises between running time on the one hand and energy consumption on the other hand. A set of results obtained on two lines are analyzed and discussed to highlight the relevance of such an approach in a practical context. (C) 2013 Elsevier Ltd. All rights reserved.
引用
收藏
页码:20 / 41
页数:22
相关论文
共 28 条
[1]  
Albrecht T, 2002, ADV TRANSPORT, V13, P847
[2]  
Albrecht T, 2008, RAILWAY TIMETABLE TR, P83
[3]  
Brunger O, 2008, RAILWAY TIMETABLE TR, P58
[4]   Pareto-optimal set based multiobjective tuning of fuzzy automatic train operation for mass transit system [J].
Chang, CS ;
Xu, DY ;
Quek, HB .
IEE PROCEEDINGS-ELECTRIC POWER APPLICATIONS, 1999, 146 (05) :577-583
[5]  
Chevrier Remy, 2010, 2010 13th International IEEE Conference on Intelligent Transportation Systems (ITSC 2010), P279, DOI 10.1109/ITSC.2010.5625026
[6]  
Chevrier R., 2011, RAILROME 2011
[7]  
D'Ariano A, 2006, WIT TRANS BUILT ENV, V88, P531, DOI 10.2495/CR060531
[8]   Assessment of flexible timetables in real-time traffic management of a railway bottleneck [J].
D'Ariano, Andrea ;
Pacciarelli, Dario ;
Pranzo, Marco .
TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES, 2008, 16 (02) :232-245
[9]  
Davis W.J., 1926, General Electric, V29, P685
[10]  
Deb K., 1995, Complex Systems, V9, P115